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Seminar Data Mining in Finance

Seminar Data Mining in Finance
Typ: Seminar (in englischer Sprache)
Lehrstuhl: Lehrstuhl für Ökonometrie und Statistik
Ort:

Blockveranstaltung, tba

Zeit:

Blockveranstaltung, tba

Dozent:

Nazemi

SWS: 2
ECTS: 4
LVNr.: 2521389
Prüfung:

nach Vereinbarung

Content

  • Introduction to Big Data Mining
  • Networks in finance
  • Big Data Mining Tools
  • Fraud Detection with Hadoop
  • Text Mining for Market Prediction
  • Financial Network and Contagion
  • Credit Scoring using Social Network Data
  • Social Network Analysis for consumer churn prediction
  • Big Data Mining in Finance
  • Big Data Mining in Business

 

Literature:

  • Baesens, B., (2014). Analytics in a Big Data World: The Essential Guide to Data Science and its Applications, Wiley.
  • Chen, M., Mao, S., Zhang, Z., Leung, V., (2014). Big Data: Related Technologies, Challenges and Future Prospects, Springer.
  • Jackson, M. O., (2010). Social and Economic Networks, Princeton University Press.
  • Leskovec, J., Rajaraman, A., Ullman, J. D., (2014). Mining of Massive Datasets, Cambridge University Press.
  • Prajapati, V., (2013). Big Data Analytics with R and Hadoop, Packt Publishing

 

Closing date for registrations will be September 25th 2016. You can either register here or via email.